Depp juga terlibat di beberapa film terbaru termasuk Fantastic Beasts and Where to Find Them, The Black Ghiandola, Pirates of the Caribbean: Dead Men Tell No Tales, London Fields, Labyrinth, Murder on the Orient Express, Gnomeo & Juliet: Sherlock Gnomes (2018), Fantastic Beasts and Where to Find Them 2 (2018), The Invisible Man dan The Libertine.